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A Novel Scholar Embedding Model for Interdisciplinary Collaboration [article]

Yitong Hu, Zixuan Zhu, Yizhe Wang, Junxiang Wang, Zehao Xing
2023 arXiv   pre-print
Interdisciplinary collaboration has become a driving force for scientific breakthroughs, and evaluating scholars' performance in interdisciplinary researches is essential for promoting such collaborations.However  ...  Our model incorporates semantic information and social influence for interdisciplinary scholar evaluation, laying the foundation for future interdisciplinary collaboration discovery and recommendation  ...  Our author embedding model opens a new door for future interdisciplinary collaborative network discovery and recommendation research.  ... 
arXiv:2303.09607v2 fatcat:mtbeb74cxndqnel7h464sdrmeu

Fostering Interdisciplinary Collaboration: A Longitudinal Social Network Analysis of the NIH mHealth Training Institutes

Eric Ho, Minjeong Jeon, Minho Lee, Jinwen Luo, Angela Fidler Pfammatter, Vivek Shetty, Bonnie Spring
2021 Journal of Clinical and Translational Science  
its goal of fostering interdisciplinary conversations and could be a model for other team science initiatives; this finding is also true for scholars from different career stages.  ...  Mobile health (mHealth), the science of using mobile, wireless devices to improve health outcomes, is a field whose advancement needs interdisciplinary collaboration.  ...  The mHTI could be a model for practitioners and scholars to study and replicate in future efforts to foster interdisciplinary thinking and collaboration in the realm of team science.  ... 
doi:10.1017/cts.2021.859 pmid:34849265 pmcid:PMC8596066 fatcat:qu3rphxdcndpfnkldk5liotmme

Integrating social sciences and humanities in interdisciplinary research

David Budtz Pedersen
2016 Palgrave Communications  
This article revisits the main policy drivers for embedding SSH research in interdisciplinary research.  ...  By accounting for the diversity of interdisciplinary collaborations the article recommends a more contextsensitive approach to research funding, which acknowledges the heterogeneity and volatility of research  ...  for interdisciplinary collaboration.  ... 
doi:10.1057/palcomms.2016.36 fatcat:xndwexahjvad7p5ozqqz2c37bi

Revamping the Image of Science for the Anthropocene

S. Andrew Inkpen, C. Tyler DesRoches
2019 Philosophy, Theory, and Practice in Biology  
Finally, because the vast majority of Anthropocene science will be interdisciplinary, we identify some of the mechanisms that allow researchers to engage with social scientists and scholars in the humanities  ...  Science is often described as a set of discipline-specific paradigms that share common concepts, theories, and practices.  ...  Moreover, scholars should not underestimate the significance of articulating a new and shared image for how science in the Anthropocene should operate.  ... 
doi:10.3998/ptpbio.16039257.0011.003 fatcat:bmankdqn7bd25oawiakdnwdlcm

Academic Collaborator Recommendation Based on Attributed Network Embedding

Ouxia Du, Ya Li
2022 Journal of Data and Information Science  
Design/methodology/approach We propose an academic collaborator recommendation model based on attributed network embedding (ACR-ANE), which can get enhanced scholar embedding and take full advantage of  ...  Practical implications The designed model is embedded in academic collaboration network structure and scholarly attributes, which can be used to help scholars recommend potential collaborators.  ...  Acknowledgements This work was supported by National Natural Science Foundation of China (No. 61603310) and the Fundamental Research Funds for the Central Universities (No. XDJK2018B019).  ... 
doi:10.2478/jdis-2022-0005 fatcat:ln7ndhkv2ncqdjiqkxgqcjfw74

Interdisciplinary Research Career Development: Building Interdisciplinary Research Careers in Women's Health Program Best Practices

Steven E. Domino, Joann Bodurtha, Joan D. Nagel, the BIRCWH Program Leadership
2011 Journal of Women's Health  
As of 2010, 407 scholars have been supported in interdisciplinary women's health research and a total of 63 BIRCWH program awards have been made to 41 institutions across the U.S.  ...  The Office of Research on Women's Health (ORWH) and the National Institutes of Health (NIH) Institutes and Centers and the Agency for Health Care Research and Quality (AHRQ) have sponsored an interdisciplinary  ...  Acknowledgments We thank our colleagues in all BIRCWH programs for their efforts on behalf of interdisciplinary research training in women's health and Dr. Vivian W.  ... 
doi:10.1089/jwh.2011.3165 pmid:21923414 pmcid:PMC3216063 fatcat:ujz6jutjybbkvi33hephx3uwwa

New Theories and Methods for Screen-Centred Interfaces: A Pilot Study

Sonia Howell
2012 Scholarly and Research Communication  
between patient and therapist in "factional" Irish and English novels.  ...  Driven by the debate between "specialist" and "generalist" methods of analysis in the study of world literature, we embarked upon a case study consisting of a textual analysis of the dialogical relationship  ...  Introduction This article provides an individual reflection on the interdisciplinary team research conducted by a group of two literary scholars and computer scientists for a project presented at DH2010  ... 
doi:10.22230/src.2012v3n3a91 fatcat:mzrxnde2lfbzrmwy4tlineulu4

Integrated interdisciplinary workflows for research on historical newspapers: Perspectives from humanities scholars, computer scientists, and librarians

Sarah Oberbichler, Emanuela Boroş, Antoine Doucet, Jani Marjanen, Eva Pfanzelter, Juha Rautiainen, Hannu Toivonen, Mikko Tolonen
2021 Journal of the Association for Information Science and Technology  
Common interests and motivations of the above-mentioned disciplines have resulted in interdisciplinary projects and collaborations such as the NewsEye project, which is working on novel solutions on how  ...  We argue that collaborations of different disciplines can benefit from a good understanding of the workflows and traditions of each of the disciplines involved but must find integrated approaches to successfully  ...  We believe that the model of Figure 4 can be a useful starting point for planning interdisciplinary collaboration in future research projects on historical newspapers.  ... 
doi:10.1002/asi.24565 pmid:35873357 pmcid:PMC9292767 fatcat:7w4pxx7f4ngh3lugucxiuglzsq

From the Editors: Advancing interdisciplinary research in the field of international business: Prospects, issues and challenges

Joseph L C Cheng, Witold J Henisz, Kendall Roth, Anand Swaminathan
2009 Journal of International Business Studies  
Also Heinsz thanks Stanford University for hosting him as The UPS Visiting Professor of Civil and Environmental Engineering during the period this article was written.  ...  .), scholars of IB have a legitimate demand for voice and participation. A normative argument for voice and participation is, of course, far from a guarantee that such an outcome will be obtained.  ...  However, the less we reach out to the frontier of each discipline, the more likely is the outcome of such an effort to be a pale shadow of a novel insight.  ... 
doi:10.1057/jibs.2009.41 fatcat:pcfly54lmvbttaovb6ph5jw4ym

Descubriendo colaboradores en línea: Formando equipos interdisciplinarios en una universidad argentina

Diego Gómez-Zará, Pontificia Universidad Católica de Chile, Silvia Andreoli, Leslie A. DeChurch, Noshir S. Contractor, Universidad de Buenos Aires, Northwestern University,
2019 Cuadernos.info  
collaborators in common, and characteristics associated with the broader structure in which the scholars are embedded (Lungeanu, Carter, DeChurch, & Contractor, 2018; Newman, 2001) .  ...  Participants searching for collaborators RQ1 sought to identify factors that best explain scholars' choices when looking for collaborators online.  ... 
doi:10.7764/cdi.44.1575 fatcat:tmvevb7j4jayjors33pi7xfrzq

Socio-epistemic analysis of scientific knowledge production in little science research

Alberto Pepe
2008 tripleC: Communication, Capitalism & Critique  
This article presents a methodology to unpack specific social and epistemic dimensions of scientific knowledge production using, as a case study, the Center for Embedded Networked Sensing (CENS), a National  ...  I present some preliminary results and introduce a socio-epistemic method for an historical analysis of network co-evolution.  ...  The shift towards interdisciplinary research is resulting in a proliferation of interdisciplinary centers for research and innovation.  ... 
doi:10.31269/triplec.v6i2.84 fatcat:jwb3ih4rlvbspgkyamimruehs4

Interinstitutional Research Team Formation Based on Bibliographic Network Embedding

O-Joun Lee, Seungha Hong, Jin-Taek Kim, Jong M. Choi
2021 Mobile Information Systems  
To solve this problem, we propose a bibliographic network embedding method that can learn characteristics of institutes, not only of each scholar.  ...  First, we compose a bibliographic network that consists of scholars, publications, venues, research projects, and institutes.  ...  collaborations and a model for embedding the proposed network.  ... 
doi:10.1155/2021/6629520 fatcat:p2cqmkvu4zcvvjzxpdhbhwncdy

The Meeting of Minds: Forging Social and Intellectual Networks within Universities

Tobias Stark, J. Rambaran, Daniel McFarland
2020 Sociological Science  
To answer these questions, we test to what extent various theoretically predicted processes explain the dynamics of academics' networks of collaboration and shared language use in a unique longitudinal  ...  Using the latest advances in stochastic actor-oriented models (in RSiena) and text analysis, we found that social and intellectual relations are clustered and centralized on bridging faculty who form a  ...  In turn, these scholars benefit from increased productivity and access to new ideas and novel techniques brought in by their collaborators.  ... 
doi:10.15195/v7.a18 fatcat:xlnaqers5rhnbcw5rrtcjejcnu

Maker's Mind

Kristin Novotny
2019 Journal of Interdisciplinary Studies in Education  
This article considers the epistemological consequences of interdisciplinary, collaborative pedagogy through the lens of a practitioner whose goal is to theorize and contextualize her practice.  ...  consequences of a "Maker Pedagogy."  ...  Bhave and Katheryn Wright, for their comments and suggestions on this paper.  ... 
doi:10.32674/jise.v8i1.1054 fatcat:i5hwrkkfpjfa5gwarxnosavx5m

On the relationship between the structural and socioacademic communities of a coauthorship network

Marko A. Rodriguez, Alberto Pepe
2008 Journal of Informetrics  
This article presents a study that compares detected structural communities in a coauthorship network to the socioacademic characteristics of the scholars that compose the network.  ...  The coauthorship network was created from the bibliographic record of a multi-institution, interdisciplinary research group focused on the study of sensor networks and wireless communication.  ...  a novel field of science (information visualization).  ... 
doi:10.1016/j.joi.2008.04.002 fatcat:hheyzdvajne4rhocypr2lzhsfy
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